modify the config bug about Automatic Model Pruning using NNI Tuners (#3541)

docs/en_US/Compression/AutoPruningUsingTuners.rst

@@ -64,7 +64,7 @@ Then, define a ``config`` file in YAML to automatically tuning model, pruning al
     trialConcurrency: 1
     trialGpuNumber: 0
     tuner:
-      name: grid
+      name: GridSearch
 
 The full example can be found :githublink:`here <examples/model_compress/pruning/config.yml>`
 

examples/model_compress/pruning/basic_pruners_torch.py

@@ -373,6 +373,6 @@ if __name__ == '__main__':
         print(params)
         args.sparsity = params['sparsity']
         args.pruner = params['pruner']
-        args.model = params['pruner']
+        args.model = params['model']
 
     main(args)

examples/model_compress/pruning/config.yml

@@ -15,4 +15,4 @@ trialCommand: python3 basic_pruners_torch.py --nni
 trialConcurrency: 1
 trialGpuNumber: 0
 tuner:
-  name: grid
+  name: GridSearch